RecWizard: A Toolkit for Conversational Recommendation with Modular, Portable Models and Interactive User Interface
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arXiv
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| Auteurs principaux: | , , , , , , , |
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| Format: | Preprint |
| Publié: |
2024
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| _version_ | 1866910343111901184 |
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| author | Zhang, Zeyuan Laud, Tanmay He, Zihang Chen, Xiaojie Liu, Xinshuang Xie, Zhouhang McAuley, Julian He, Zhankui |
| author_facet | Zhang, Zeyuan Laud, Tanmay He, Zihang Chen, Xiaojie Liu, Xinshuang Xie, Zhouhang McAuley, Julian He, Zhankui |
| contents | We present a new Python toolkit called RecWizard for Conversational Recommender Systems (CRS). RecWizard offers support for development of models and interactive user interface, drawing from the best practices of the Huggingface ecosystems. CRS with RecWizard are modular, portable, interactive and Large Language Models (LLMs)-friendly, to streamline the learning process and reduce the additional effort for CRS research. For more comprehensive information about RecWizard, please check our GitHub https://github.com/McAuley-Lab/RecWizard. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2402_15591 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | RecWizard: A Toolkit for Conversational Recommendation with Modular, Portable Models and Interactive User Interface Zhang, Zeyuan Laud, Tanmay He, Zihang Chen, Xiaojie Liu, Xinshuang Xie, Zhouhang McAuley, Julian He, Zhankui Information Retrieval Artificial Intelligence We present a new Python toolkit called RecWizard for Conversational Recommender Systems (CRS). RecWizard offers support for development of models and interactive user interface, drawing from the best practices of the Huggingface ecosystems. CRS with RecWizard are modular, portable, interactive and Large Language Models (LLMs)-friendly, to streamline the learning process and reduce the additional effort for CRS research. For more comprehensive information about RecWizard, please check our GitHub https://github.com/McAuley-Lab/RecWizard. |
| title | RecWizard: A Toolkit for Conversational Recommendation with Modular, Portable Models and Interactive User Interface |
| topic | Information Retrieval Artificial Intelligence |
| url | https://arxiv.org/abs/2402.15591 |